rosinality/ml-papers

My collection of machine learning papers

Size: 1.14 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 283 - Forks: 23

rosinality/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

Language: Python - Size: 5.09 MB - Last synced at: 12 days ago - Pushed at: almost 3 years ago - Stars: 379 - Forks: 45

rosinality/glow-pytorch

PyTorch implementation of Glow

Language: Python - Size: 11.7 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 534 - Forks: 98

rosinality/stylegan2-pytorch

Implementation of Analyzing and Improving the Image Quality of StyleGAN (StyleGAN 2) in PyTorch

Language: Python - Size: 120 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 2,794 - Forks: 629

rosinality/inductive-moment-matching

Attempt to replicate Inductive Moment Matching (https://arxiv.org/abs/2503.07565)

Language: Python - Size: 25.4 KB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 1

rosinality/vq-vae-2-pytorch

Implementation of Generating Diverse High-Fidelity Images with VQ-VAE-2 in PyTorch

Language: Python - Size: 6.72 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 1,713 - Forks: 278

rosinality/zeropipe

Experiments with Pipeline Parallelism

Language: Python - Size: 1.48 MB - Last synced at: 12 days ago - Pushed at: 2 months ago - Stars: 6 - Forks: 0

rosinality/ocr-pytorch

Object-Contextual Representations for Semantic Segmentation in PyTorch

Language: Python - Size: 13.7 KB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 62 - Forks: 14

rosinality/alias-free-gan-pytorch

Unofficial implementation of Alias-Free Generative Adversarial Networks. (https://arxiv.org/abs/2106.12423) in PyTorch

Language: Python - Size: 83.1 MB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 505 - Forks: 43

rosinality/fcos-pytorch

Re-implementation of FCOS for personal study

Language: Python - Size: 19.5 KB - Last synced at: 12 days ago - Pushed at: almost 5 years ago - Stars: 51 - Forks: 21

rosinality/imputer-pytorch

Implementation of Imputer: Sequence Modelling via Imputation and Dynamic Programming in PyTorch

Language: Python - Size: 40 KB - Last synced at: 12 days ago - Pushed at: about 5 years ago - Stars: 58 - Forks: 9

rosinality/halite

Acceleration framework for Human Alignment Learning

Language: Python - Size: 368 KB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 6 - Forks: 0

rosinality/progressive-gan-pytorch

Implemetatin of Progressive Growing of GANs in PyTorch

Language: Python - Size: 2.64 MB - Last synced at: 12 days ago - Pushed at: over 7 years ago - Stars: 64 - Forks: 15

rosinality/style-based-gan-pytorch

Implementation A Style-Based Generator Architecture for Generative Adversarial Networks in PyTorch

Language: Python - Size: 34 MB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 1,109 - Forks: 231

rosinality/slickconf

Configuration library for machine learning projects

Language: Python - Size: 39.1 KB - Last synced at: 12 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

rosinality/arxiv-sanity

arXiv feed tool that heavily inspired by Arxiv Sanity Preserver

Language: Python - Size: 151 KB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 2

rosinality/swapping-autoencoder-pytorch

Unofficial implementation of Swapping Autoencoder for Deep Image Manipulation (https://arxiv.org/abs/2007.00653) in PyTorch

Language: Python - Size: 55.7 MB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 255 - Forks: 47

rosinality/adaptive-softmax-pytorch

Adaptive Softmax implementation for PyTorch

Language: Python - Size: 12.7 KB - Last synced at: 12 days ago - Pushed at: about 6 years ago - Stars: 80 - Forks: 14

rosinality/rosinality.github.io

Language: HTML - Size: 5.67 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

rosinality/relation-networks-pytorch

Relation Networks for CLEVR implemented in PyTorch

Language: Python - Size: 22.8 MB - Last synced at: 12 days ago - Pushed at: almost 7 years ago - Stars: 61 - Forks: 4

rosinality/dockerfiles

dockerfiles

Language: Dockerfile - Size: 26.4 KB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 2

rosinality/depthwise-conv-pytorch

Faster depthwise convolutions for PyTorch

Language: Cuda - Size: 331 KB - Last synced at: 12 days ago - Pushed at: about 5 years ago - Stars: 65 - Forks: 1

rosinality/vision-transformers-pytorch

Implementation of various Vision Transformers I found interesting

Language: Python - Size: 76.2 KB - Last synced at: 12 days ago - Pushed at: about 4 years ago - Stars: 84 - Forks: 10

rosinality/sagan-pytorch

Self-Attention Generative Adversarial Networks Implementation in PyTorch

Language: Python - Size: 2.96 MB - Last synced at: 12 days ago - Pushed at: almost 7 years ago - Stars: 74 - Forks: 17

rosinality/pygoreadability

Python bindings for go-readability (https://github.com/go-shiori/go-readability)

Language: Python - Size: 7.74 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

rosinality/nanodo Fork of google-deepmind/nanodo

Language: Python - Size: 578 KB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

rosinality/igebm-pytorch

Implicit Generation and Generalization in Energy Based Models in PyTorch

Language: Python - Size: 306 KB - Last synced at: 12 days ago - Pushed at: about 6 years ago - Stars: 65 - Forks: 13

rosinality/meshfn

Framework for Human Alignment Learning

Language: Python - Size: 67.4 KB - Last synced at: 12 days ago - Pushed at: almost 2 years ago - Stars: 7 - Forks: 1

rosinality/instant-ngp-pytorch

Study for Instant neural graphics primitives (Unofficial)

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 0

rosinality/nansy-pytorch

Unofficial implementation of Neural Analysis and Synthesis

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 1

rosinality/nerf-pytorch

Language: Python - Size: 7.73 MB - Last synced at: 12 days ago - Pushed at: almost 3 years ago - Stars: 21 - Forks: 2

rosinality/taming-transformers-pytorch

Implementation of Taming Transformers for High-Resolution Image Synthesis (https://arxiv.org/abs/2012.09841) in PyTorch

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 1

rosinality/sarigan-pytorch

Unofficial implementation of Learning Semantic-aware Normalization for Generative Adversarial Networks (SariGAN) in PyTorch

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 1

rosinality/usrnet-pytorch

Reimplementation of Deep Unfolding Network for Image Super-Resolution for self study.

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 1

rosinality/semantic-pyramid-pytorch

Implementation of Semantic Pyramid for Image Generation (https://arxiv.org/abs/2003.06221) in PyTorch

Language: Python - Size: 4.15 MB - Last synced at: 12 days ago - Pushed at: over 4 years ago - Stars: 39 - Forks: 10

rosinality/tensorfn

Weakly opinionated library for implementing ML models. Less boilerplate, More rigor

Language: Python - Size: 104 KB - Last synced at: 12 days ago - Pushed at: almost 3 years ago - Stars: 20 - Forks: 1

rosinality/knotter

Implementation of Mapper algorithm for Topological Data Analysis

Language: JavaScript - Size: 7.27 MB - Last synced at: 12 days ago - Pushed at: almost 5 years ago - Stars: 45 - Forks: 13

rosinality/lm-exp

Language: Python - Size: 891 KB - Last synced at: 12 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

rosinality/t5x Fork of XueFuzhao/t5x

Language: Python - Size: 9.87 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

rosinality/seqio Fork of XueFuzhao/seqio

Task-based datasets, preprocessing, and evaluation for sequence models.

Language: Python - Size: 1.89 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

rosinality/text-to-text-transfer-transformer Fork of XueFuzhao/text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

Language: Python - Size: 5.61 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 2 - Forks: 0

rosinality/OpenMoE Fork of XueFuzhao/OpenMoE

A family of open-sourced Mixture-of-Experts (MoE) Large Language Models

Language: Python - Size: 3.2 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rosinality/flaxformer Fork of XueFuzhao/flaxformer

Language: Python - Size: 882 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rosinality/jujutsu-tutorial

Language: Python - Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rosinality/id-gan-pytorch

Information Distillation Generative Adversrial Network in PyTorch

Language: Python - Size: 119 MB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 27 - Forks: 2

rosinality/mac-network-pytorch

Memory, Attention and Composition (MAC) Network for CLEVR implemented in PyTorch

Language: Python - Size: 13.7 KB - Last synced at: 12 days ago - Pushed at: over 6 years ago - Stars: 85 - Forks: 24

rosinality/fill-blank

Paragraph embedding by solving the fill in the blank problems

Language: Python - Size: 6.84 KB - Last synced at: 12 days ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 1

rosinality/film-pytorch

Just another implementation of FiLM in PyTorch

Language: Python - Size: 10.7 KB - Last synced at: 12 days ago - Pushed at: over 7 years ago - Stars: 14 - Forks: 3

rosinality/sujip

Non-opionated utility library for PyTorch

Language: Python - Size: 26.4 KB - Last synced at: 12 days ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

rosinality/lvpga-pytorch

Implementation of Perceptual Generative Autoencoders in PyTorch

Language: Python - Size: 4.88 KB - Last synced at: 12 days ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 1

rosinality/centernet-pytorch

Re-implementation of CenterNet for personal study

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 0

rosinality/small-logan-pytorch

Small-GAN and LOGAN in PyTorch

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 1

rosinality/maskrcnn-pytorch

Re-implementation of Mask R-CNN for personal study

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

rosinality/melgan-pytorch

MelGAN and Tacotron 2 in PyTorch

Language: Python - Size: 13.7 KB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 11 - Forks: 4

rosinality/esrgan-pytorch

ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks in PyTorch

Size: 1.95 KB - Last synced at: 12 days ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 1

rosinality/yasnippet-snippets Fork of AndreaCrotti/yasnippet-snippets

a collection of yasnippet snippets for many languages

Language: Perl - Size: 818 KB - Last synced at: almost 2 years ago - Pushed at: over 11 years ago - Stars: 0 - Forks: 0

rosinality/VoVNet-Detectron Fork of vov-net/VoVNet-Detectron

Detectron with VoVNet(CVPRW'19) backbone networks

Size: 1.91 MB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0

rosinality/vision Fork of pytorch/vision

Datasets, Transforms and Models specific to Computer Vision

Size: 11 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

rosinality/Tensorflow-projects Fork of leechanwoo/Tensorflow-projects

Language: Python - Size: 51.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 8 years ago - Stars: 0 - Forks: 0

rosinality/Switchable-Normalization Fork of switchablenorms/Switchable-Normalization

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

Language: HTML - Size: 754 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

rosinality/stylegan2-ada Fork of NVlabs/stylegan2-ada

StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

Size: 1.25 MB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 1

rosinality/semantic-segmentation Fork of NVIDIA/semantic-segmentation

Nvidia Semantic Segmentation monorepo

Size: 4.07 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

rosinality/scikit-optimize Fork of scikit-optimize/scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

Language: Python - Size: 8.04 MB - Last synced at: almost 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

rosinality/rnn Fork of Element-Research/rnn

Recurrent Neural Network library for Torch7's nn

Language: Lua - Size: 1.82 MB - Last synced at: almost 2 years ago - Pushed at: almost 9 years ago - Stars: 0 - Forks: 0

rosinality/RAdam Fork of LiyuanLucasLiu/RAdam

On The Variance Of The Adaptive Learning Rate And Beyond

Language: Python - Size: 896 KB - Last synced at: almost 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

rosinality/notebooks Fork of ogrisel/notebooks

Some sample IPython notebooks for scikit-learn

Size: 8.44 MB - Last synced at: almost 2 years ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 1

rosinality/malmo-challenge Fork of microsoft/malmo-challenge

Task and example code for the Malmo Collaborative AI Challenge

Language: Python - Size: 302 KB - Last synced at: almost 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

rosinality/fzf Fork of junegunn/fzf

:cherry_blossom: A command-line fuzzy finder

Language: Go - Size: 2.28 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

rosinality/fairseq Fork of facebookresearch/fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

Language: Python - Size: 4.81 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

rosinality/cpython Fork of python/cpython

The Python programming language

Language: Python - Size: 210 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

rosinality/ClovaCall Fork of clovaai/ClovaCall

ClovaCall dataset and Pytorch LAS baseline code

Size: 44.9 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0

rosinality/CausalImpact Fork of google/CausalImpact

An R package for causal inference in time series

Size: 1.07 MB - Last synced at: almost 2 years ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 0

rosinality/bokeh Fork of bokeh/bokeh

Interactive Web Plotting for Python

Language: CoffeeScript - Size: 118 MB - Last synced at: almost 2 years ago - Pushed at: over 9 years ago - Stars: 0 - Forks: 0

rosinality/allennlp Fork of allenai/allennlp

An open-source NLP research library, built on PyTorch.

Language: Python - Size: 58.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

rosinality/activitusbar Fork of Gruntfuggly/activitusbar

A VSCode extension to save some real estate by recreating the activity bar buttons on the status bar

Language: JavaScript - Size: 24.4 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

rosinality/synapticmap

Synaptic Map - Simple mindmapping program with directional connections

Language: JavaScript - Size: 379 KB - Last synced at: 12 days ago - Pushed at: almost 12 years ago - Stars: 1 - Forks: 1

rosinality/mygithubpage

Size: 0 Bytes - Last synced at: 12 days ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 0

rosinality/statisty

Python statistical tools for social scientists

Language: Python - Size: 238 KB - Last synced at: 12 days ago - Pushed at: over 10 years ago - Stars: 0 - Forks: 0